Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: seal specific v2 (sss, dfs, month, mld)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max |
|---|---|---|
| rf | 0.9683727 | 0.8220893 |
| bt | 0.8794450 | 0.6493852 |
| maxnet | 0.8590617 | 0.5852997 |
| gam | 0.8474576 | 0.5537831 |
| glm | 0.8054171 | 0.4924117 |
Variable Importance
Partial Dependence
